AIForTesters

This repository includes a Flask web app, test automation with SeleniumBase, and machine learning notebooks.

Run With GitHub Codespaces

The repository includes a dev container in .devcontainer/.

1. In GitHub, open the repository.
2. Select Code > Codespaces > Create codespace on main.
3. Wait for container build and post-create setup to complete.

The setup will automatically:

• Install Python dependencies from requirements.txt
• Install a Jupyter kernel named Python (AIForTesters)
• Install R, IRkernel, and Modificare's core R dependencies
• Clone Modificare into modificare/ if it is not already present
• Install a Jupyter kernel named R (Modificare)
• Forward app and notebook ports

If you already had a Codespace open before this setup changed, rebuild the container to install the updated dependencies.

Start The Flask App

python wine.py

Open the forwarded port 5000 when prompted.

Run UI Tests

Run tests in headless mode (recommended in Codespaces):

python -m pytest tests/ -v --browser=chrome --headless --no-sandbox --disable-gpu

Use Jupyter Notebooks

Open any .ipynb file in VS Code.

Select kernel:

• Python (AIForTesters)
• R (Modificare) for test_suite_reduction.ipynb

If you want to run Jupyter in the terminal:

jupyter lab --ip 0.0.0.0 --port 8888 --no-browser